| Semester week (year week) |
Date |
Lecture Monday, JD 101 (Building 27) Tuesday, PHYS T (Building 39A) |
Tutorials / Labs Computer Science and Information Technology Building |
Assignments/ Tutorial Answers |
|
| 1 (8) | 22 Feb | no lecture | |||
| 1 (8) | 23 Feb | Introduction to Data Mining (Weifa) | |||
| 2 (9) | 1 March | Introduction to Data Warehousing Relationships between DW and DM (Weifa) |
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| 2 (9) | 2 Mar | Overview of data preprocessing Descriptive data summarization (Weifa) |
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| 3 (10) | 8 Mar | Canberra day (no lecture!) | |||
| 3 (10) | 9 Mar | Data Cleaning/Data Integration Data Transformation (Weifa) |
Lab/Tutorial 1 | ||
| 4 (11) | 15 Mar | Data reduction (Weifa) | Assignment 1 out | ||
| 4 (11) | 16 Mar | Data discretization Concept hierarchy generation and summary (Weifa) |
Tut. 1's Answer out | ||
| 5 (12) | 22 Mar | Data Linkage and Geocode matching (Peter) | Lab/Tutorial 2 | ||
| 5 (12) | 23 Mar | Data Warehousing A multi-dimensional data model (Weifa) |
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| 6 (13) | 29 Mar | Data warehouse architecture Data warehouse implementation (Weifa) |
Tut.2's Answer out | ||
| 6 (13) | 30 Mar | Datacube computation(I) (Weifa) | |||
| Mid Semester Break (Monday 5 April - Sunday 18 April) | |||||
| 7 (16) | 19 April | Datacube computation(II) (Weifa) | Lab/Tutorial 3 | Assignment 1 due Thursday 5:00pm April 22 |
|
| 7 (16) | 20 Apr | Introduction to association mining, and Advanced association mining (Peter) |
Tut. 3's Answer out | ||
| 8 (17) | 26 Apr | Anzac day (no lecture) | |||
| 8 (17) | 27 Apr | Introduction to cluster analysis, and Advanced cluster analysis (Peter) |
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| 9 (18) | 3 May | No lecture (TBC, Peter away) | |||
| 9 (18) | 4 May | Data Warehouisng review Session (Michael Stevens) |
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| 10 (19) | 10 May | Introduction to classification and prediction and decision tree induction (Peter) | Lab/Tutorial 4 | ||
| 10 (19) | 11 May | Bayesian classification and evaluating classifier
performance, and Rule-based classification and artificial neural networks (Peter) |
Lab/Tutorial 4 | ||
| 11 (20) | 17 May | Support vector machines, other classification methods, and prediction (Peter) | Tut. 4's Answer out | ||
| 11 (20) | 18 May | Mining data streams and time series, and Privacy-preserving data mining and data sharing (Peter) | |||
| 12 (21) | 24 May | No lecture | Lab/Tutorial 5 | ||
| 12 (21) | 25 May | Web data mining, and Text data mining (Peter) |
Lab/Tutorial 5 | ||
| 13 (22) | 31 May | No lecture | Tut. 5's Answer out Assignment 2 due (Friday 28 May, 12:00 Noon) |
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| 13 (22) | 1 Jun | Course review and exam preparation (Weifa and Peter) | Lab/Tutorial 6 | Tut. 6's Answer out | |